We characterized novel gene associations with AD (particularly CDKN1A and CLOCK in mitochondrial contexts), delineated AD‐relevant ceRNA networks, and demonstrated the utility of mitochondria‐specific polygenic risk scores. Here, CLOCK is linked to Alzheimer disease.